Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 207 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.1 KiB |
| Average record size in memory | 168.6 B |
Variable types
| Categorical | 3 |
|---|---|
| DateTime | 2 |
| Numeric | 16 |
TEAM_ID has constant value "" | Constant |
ACC_P is highly overall correlated with ACC_R and 9 other fields | High correlation |
ACC_R is highly overall correlated with ACC_P and 9 other fields | High correlation |
ACC_Y is highly overall correlated with ACC_P and 10 other fields | High correlation |
ALTITUDE is highly overall correlated with ACC_P and 9 other fields | High correlation |
FLIGHT_SOFTWARE_STATE is highly overall correlated with ACC_P and 11 other fields | High correlation |
GNSS_ALTITUDE is highly overall correlated with ACC_P and 9 other fields | High correlation |
GNSS_LATITUDE is highly overall correlated with ACC_P and 11 other fields | High correlation |
GNSS_LONGITUDE is highly overall correlated with GNSS_LATITUDE | High correlation |
GNSS_SATS is highly overall correlated with ACC_P and 9 other fields | High correlation |
GYRO_Y is highly overall correlated with FLIGHT_SOFTWARE_STATE | High correlation |
PACKET_COUNT is highly overall correlated with ACC_Y and 2 other fields | High correlation |
PRESSURE is highly overall correlated with ACC_P and 9 other fields | High correlation |
TEMP is highly overall correlated with ACC_P and 9 other fields | High correlation |
VOLTAGE is highly overall correlated with ACC_P and 9 other fields | High correlation |
eCO2 is highly imbalanced (76.0%) | Imbalance |
GNSS_TIME has unique values | Unique |
PACKET_COUNT has 10 (4.8%) zeros | Zeros |
ALTITUDE has 32 (15.5%) zeros | Zeros |
ACC_R has 3 (1.4%) zeros | Zeros |
ACC_P has 5 (2.4%) zeros | Zeros |
ACC_Y has 4 (1.9%) zeros | Zeros |
GYRO_R has 39 (18.8%) zeros | Zeros |
GYRO_P has 53 (25.6%) zeros | Zeros |
GYRO_Y has 28 (13.5%) zeros | Zeros |
TVOC has 54 (26.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-13 07:16:15.702423 |
|---|---|
| Analysis finished | 2024-07-13 07:17:29.570753 |
| Duration | 1 minute and 13.87 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
TEAM_ID
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| <2022ASI-049 |
|---|
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 2484 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <2022ASI-049 |
|---|---|
| 2nd row | <2022ASI-049 |
| 3rd row | <2022ASI-049 |
| 4th row | <2022ASI-049 |
| 5th row | <2022ASI-049 |
Common Values
| Value | Count | Frequency (%) |
| <2022ASI-049 | 207 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022asi-049 | 207 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 621 | |
| 0 | 414 | |
| < | 207 | 8.3% |
| A | 207 | 8.3% |
| S | 207 | 8.3% |
| I | 207 | 8.3% |
| - | 207 | 8.3% |
| 4 | 207 | 8.3% |
| 9 | 207 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1449 | |
| Uppercase Letter | 621 | |
| Math Symbol | 207 | 8.3% |
| Dash Punctuation | 207 | 8.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 621 | |
| 0 | 414 | |
| 4 | 207 | 14.3% |
| 9 | 207 | 14.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 207 | |
| S | 207 | |
| I | 207 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 207 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1863 | |
| Latin | 621 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 621 | |
| 0 | 414 | |
| < | 207 | 11.1% |
| - | 207 | 11.1% |
| 4 | 207 | 11.1% |
| 9 | 207 | 11.1% |
Latin
| Value | Count | Frequency (%) |
| A | 207 | |
| S | 207 | |
| I | 207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2484 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 621 | |
| 0 | 414 | |
| < | 207 | 8.3% |
| A | 207 | 8.3% |
| S | 207 | 8.3% |
| I | 207 | 8.3% |
| - | 207 | 8.3% |
| 4 | 207 | 8.3% |
| 9 | 207 | 8.3% |
TIME_STAMPING
Date
| Distinct | 121 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| Minimum | 2024-07-13 00:00:11 |
|---|---|
| Maximum | 2024-07-13 00:02:23 |
Histogram with fixed size bins (bins=50)
PACKET_COUNT
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 76 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.768116 |
| Minimum | -1 |
|---|---|
| Maximum | 74 |
| Zeros | 10 |
| Zeros (%) | 4.8% |
| Negative | 10 |
| Negative (%) | 4.8% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 63.7 |
| Maximum | 74 |
| Range | 75 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 19.827272 |
|---|---|
| Coefficient of variation (CV) | 1.0564338 |
| Kurtosis | 0.63172341 |
| Mean | 18.768116 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.2850015 |
| Sum | 3885 |
| Variance | 393.12073 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1 | 10 | 4.8% |
| 0 | 10 | 4.8% |
| 1 | 9 | 4.3% |
| 3 | 9 | 4.3% |
| 4 | 9 | 4.3% |
| 2 | 9 | 4.3% |
| 5 | 8 | 3.9% |
| 6 | 7 | 3.4% |
| 7 | 6 | 2.9% |
| 8 | 6 | 2.9% |
| Other values (66) | 124 |
| Value | Count | Frequency (%) |
| -1 | 10 | |
| 0 | 10 | |
| 1 | 9 | |
| 2 | 9 | |
| 3 | 9 | |
| 4 | 9 | |
| 5 | 8 | |
| 6 | 7 | |
| 7 | 6 | |
| 8 | 6 |
| Value | Count | Frequency (%) |
| 74 | 1 | |
| 73 | 1 | |
| 72 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 68 | 1 | |
| 67 | 1 | |
| 66 | 1 | |
| 65 | 1 |
ALTITUDE
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 136 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 463.35362 |
| Minimum | 0 |
|---|---|
| Maximum | 840.4 |
| Zeros | 32 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.25 |
| median | 591.9 |
| Q3 | 837.9 |
| 95-th percentile | 838.87 |
| Maximum | 840.4 |
| Range | 840.4 |
| Interquartile range (IQR) | 825.65 |
Descriptive statistics
| Standard deviation | 380.27639 |
|---|---|
| Coefficient of variation (CV) | 0.82070446 |
| Kurtosis | -1.8277276 |
| Mean | 463.35362 |
| Median Absolute Deviation (MAD) | 246.6 |
| Skewness | -0.27947041 |
| Sum | 95914.2 |
| Variance | 144610.13 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 32 | 15.5% |
| 838.2 | 8 | 3.9% |
| 838.5 | 7 | 3.4% |
| 838.4 | 6 | 2.9% |
| 838.1 | 5 | 2.4% |
| 838.3 | 5 | 2.4% |
| 837.9 | 3 | 1.4% |
| 837.7 | 3 | 1.4% |
| 838.6 | 3 | 1.4% |
| 838 | 3 | 1.4% |
| Other values (126) | 132 |
| Value | Count | Frequency (%) |
| 0 | 32 | |
| 0.2 | 2 | 1.0% |
| 0.3 | 3 | 1.4% |
| 0.4 | 2 | 1.0% |
| 0.6 | 1 | 0.5% |
| 0.8 | 1 | 0.5% |
| 1 | 1 | 0.5% |
| 1.1 | 1 | 0.5% |
| 1.2 | 1 | 0.5% |
| 1.4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 840.4 | 1 | |
| 840.2 | 1 | |
| 840 | 1 | |
| 839.9 | 1 | |
| 839.7 | 1 | |
| 839.6 | 1 | |
| 839.3 | 2 | |
| 839.2 | 1 | |
| 839 | 1 | |
| 838.9 | 1 |
PRESSURE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 145 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95408.159 |
| Minimum | 91629 |
|---|---|
| Maximum | 100283 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 91629 |
|---|---|
| 5-th percentile | 91646.3 |
| Q1 | 91657 |
| median | 94414 |
| Q3 | 100096 |
| 95-th percentile | 100255 |
| Maximum | 100283 |
| Range | 8654 |
| Interquartile range (IQR) | 8439 |
Descriptive statistics
| Standard deviation | 3781.995 |
|---|---|
| Coefficient of variation (CV) | 0.039640164 |
| Kurtosis | -1.7414707 |
| Mean | 95408.159 |
| Median Absolute Deviation (MAD) | 2763 |
| Skewness | 0.31147445 |
| Sum | 19749489 |
| Variance | 14303486 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100255 | 10 | 4.8% |
| 91653 | 8 | 3.9% |
| 100254 | 7 | 3.4% |
| 91651 | 6 | 2.9% |
| 91652 | 5 | 2.4% |
| 91655 | 5 | 2.4% |
| 91650 | 5 | 2.4% |
| 100257 | 4 | 1.9% |
| 100253 | 4 | 1.9% |
| 91657 | 3 | 1.4% |
| Other values (135) | 150 |
| Value | Count | Frequency (%) |
| 91629 | 1 | |
| 91632 | 1 | |
| 91633 | 1 | |
| 91635 | 1 | |
| 91637 | 1 | |
| 91639 | 1 | |
| 91641 | 2 | |
| 91642 | 1 | |
| 91645 | 1 | |
| 91646 | 1 |
| Value | Count | Frequency (%) |
| 100283 | 1 | 0.5% |
| 100258 | 1 | 0.5% |
| 100257 | 4 | 1.9% |
| 100256 | 3 | 1.4% |
| 100255 | 10 | |
| 100254 | 7 | |
| 100253 | 4 | 1.9% |
| 100252 | 2 | 1.0% |
| 100251 | 2 | 1.0% |
| 100250 | 1 | 0.5% |
TEMP
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.7343 |
| Minimum | 62 |
|---|---|
| Maximum | 67.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 62 |
|---|---|
| 5-th percentile | 62.1 |
| Q1 | 62.1 |
| median | 64.9 |
| Q3 | 66.8 |
| 95-th percentile | 67.6 |
| Maximum | 67.7 |
| Range | 5.7 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 2.2085738 |
|---|---|
| Coefficient of variation (CV) | 0.034117521 |
| Kurtosis | -1.6709503 |
| Mean | 64.7343 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | -0.1091762 |
| Sum | 13400 |
| Variance | 4.8777984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 62.1 | 48 | |
| 62.2 | 17 | 8.2% |
| 66.8 | 17 | 8.2% |
| 67.3 | 11 | 5.3% |
| 62 | 10 | 4.8% |
| 67.6 | 10 | 4.8% |
| 64.8 | 10 | 4.8% |
| 67.5 | 9 | 4.3% |
| 66 | 7 | 3.4% |
| 64.7 | 7 | 3.4% |
| Other values (19) | 61 |
| Value | Count | Frequency (%) |
| 62 | 10 | 4.8% |
| 62.1 | 48 | |
| 62.2 | 17 | 8.2% |
| 62.3 | 1 | 0.5% |
| 63.5 | 2 | 1.0% |
| 63.6 | 6 | 2.9% |
| 64.7 | 7 | 3.4% |
| 64.8 | 10 | 4.8% |
| 64.9 | 5 | 2.4% |
| 65.5 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 67.7 | 7 | |
| 67.6 | 10 | |
| 67.5 | 9 | |
| 67.4 | 1 | 0.5% |
| 67.3 | 11 | |
| 67.2 | 1 | 0.5% |
| 67 | 3 | 1.4% |
| 66.9 | 4 | 1.9% |
| 66.8 | 17 | |
| 66.7 | 1 | 0.5% |
VOLTAGE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8548309 |
| Minimum | 6.39 |
|---|---|
| Maximum | 7.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 6.39 |
|---|---|
| 5-th percentile | 6.46 |
| Q1 | 6.79 |
| median | 6.94 |
| Q3 | 6.99 |
| 95-th percentile | 7.03 |
| Maximum | 7.03 |
| Range | 0.64 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.18280406 |
|---|---|
| Coefficient of variation (CV) | 0.026667917 |
| Kurtosis | 0.012698836 |
| Mean | 6.8548309 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | -1.1392151 |
| Sum | 1418.95 |
| Variance | 0.033417326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.03 | 24 | 11.6% |
| 6.96 | 16 | 7.7% |
| 6.95 | 13 | 6.3% |
| 7.01 | 10 | 4.8% |
| 6.94 | 10 | 4.8% |
| 7 | 9 | 4.3% |
| 6.91 | 8 | 3.9% |
| 6.99 | 7 | 3.4% |
| 6.97 | 7 | 3.4% |
| 6.54 | 6 | 2.9% |
| Other values (42) | 97 |
| Value | Count | Frequency (%) |
| 6.39 | 1 | 0.5% |
| 6.41 | 3 | |
| 6.42 | 2 | |
| 6.44 | 1 | 0.5% |
| 6.45 | 2 | |
| 6.46 | 3 | |
| 6.49 | 1 | 0.5% |
| 6.5 | 3 | |
| 6.51 | 1 | 0.5% |
| 6.52 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 7.03 | 24 | |
| 7.02 | 4 | 1.9% |
| 7.01 | 10 | |
| 7 | 9 | 4.3% |
| 6.99 | 7 | 3.4% |
| 6.98 | 6 | 2.9% |
| 6.97 | 7 | 3.4% |
| 6.96 | 16 | |
| 6.95 | 13 | |
| 6.94 | 10 |
GNSS_TIME
Date
UNIQUE
| Distinct | 207 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| Minimum | 2024-07-13 16:25:56 |
|---|---|
| Maximum | 2024-07-13 16:35:03 |
Histogram with fixed size bins (bins=50)
GNSS_LATITUDE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.114613 |
| Minimum | 23.1143 |
|---|---|
| Maximum | 23.1151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 23.1143 |
|---|---|
| 5-th percentile | 23.1143 |
| Q1 | 23.1143 |
| median | 23.1146 |
| Q3 | 23.1148 |
| 95-th percentile | 23.115 |
| Maximum | 23.1151 |
| Range | 0.0008 |
| Interquartile range (IQR) | 0.0005 |
Descriptive statistics
| Standard deviation | 0.00027916991 |
|---|---|
| Coefficient of variation (CV) | 1.2077637 × 10-5 |
| Kurtosis | -1.3974193 |
| Mean | 23.114613 |
| Median Absolute Deviation (MAD) | 0.0003 |
| Skewness | 0.27267171 |
| Sum | 4784.7249 |
| Variance | 7.7935838 × 10-8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 23.1143 | 66 | |
| 23.115 | 37 | |
| 23.1148 | 30 | |
| 23.1146 | 25 | 12.1% |
| 23.1145 | 21 | 10.1% |
| 23.1144 | 10 | 4.8% |
| 23.1151 | 8 | 3.9% |
| 23.1147 | 6 | 2.9% |
| 23.1149 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 23.1143 | 66 | |
| 23.1144 | 10 | 4.8% |
| 23.1145 | 21 | 10.1% |
| 23.1146 | 25 | 12.1% |
| 23.1147 | 6 | 2.9% |
| 23.1148 | 30 | |
| 23.1149 | 4 | 1.9% |
| 23.115 | 37 | |
| 23.1151 | 8 | 3.9% |
| Value | Count | Frequency (%) |
| 23.1151 | 8 | 3.9% |
| 23.115 | 37 | |
| 23.1149 | 4 | 1.9% |
| 23.1148 | 30 | |
| 23.1147 | 6 | 2.9% |
| 23.1146 | 25 | 12.1% |
| 23.1145 | 21 | 10.1% |
| 23.1144 | 10 | 4.8% |
| 23.1143 | 66 |
GNSS_LONGITUDE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.498512 |
| Minimum | 72.4981 |
|---|---|
| Maximum | 72.499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 72.4981 |
|---|---|
| 5-th percentile | 72.4981 |
| Q1 | 72.4983 |
| median | 72.4986 |
| Q3 | 72.4987 |
| 95-th percentile | 72.499 |
| Maximum | 72.499 |
| Range | 0.0009 |
| Interquartile range (IQR) | 0.0004 |
Descriptive statistics
| Standard deviation | 0.00029106578 |
|---|---|
| Coefficient of variation (CV) | 4.0147829 × 10-6 |
| Kurtosis | -1.2164508 |
| Mean | 72.498512 |
| Median Absolute Deviation (MAD) | 0.0002 |
| Skewness | -0.043206088 |
| Sum | 15007.192 |
| Variance | 8.4719291 × 10-8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 72.4987 | 69 | |
| 72.4981 | 42 | |
| 72.4983 | 28 | |
| 72.4984 | 24 | 11.6% |
| 72.499 | 19 | 9.2% |
| 72.4988 | 9 | 4.3% |
| 72.4986 | 8 | 3.9% |
| 72.4989 | 4 | 1.9% |
| 72.4982 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 72.4981 | 42 | |
| 72.4982 | 4 | 1.9% |
| 72.4983 | 28 | |
| 72.4984 | 24 | 11.6% |
| 72.4986 | 8 | 3.9% |
| 72.4987 | 69 | |
| 72.4988 | 9 | 4.3% |
| 72.4989 | 4 | 1.9% |
| 72.499 | 19 | 9.2% |
| Value | Count | Frequency (%) |
| 72.499 | 19 | 9.2% |
| 72.4989 | 4 | 1.9% |
| 72.4988 | 9 | 4.3% |
| 72.4987 | 69 | |
| 72.4986 | 8 | 3.9% |
| 72.4984 | 24 | 11.6% |
| 72.4983 | 28 | |
| 72.4982 | 4 | 1.9% |
| 72.4981 | 42 |
GNSS_ALTITUDE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 109 |
|---|---|
| Distinct (%) | 52.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 439.10193 |
| Minimum | 0 |
|---|---|
| Maximum | 775.2 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 55.6 |
| Q1 | 57.5 |
| median | 551.1 |
| Q3 | 744.9 |
| 95-th percentile | 773.1 |
| Maximum | 775.2 |
| Range | 775.2 |
| Interquartile range (IQR) | 687.4 |
Descriptive statistics
| Standard deviation | 314.1449 |
|---|---|
| Coefficient of variation (CV) | 0.7154259 |
| Kurtosis | -1.7898412 |
| Mean | 439.10193 |
| Median Absolute Deviation (MAD) | 222 |
| Skewness | -0.27823124 |
| Sum | 90894.1 |
| Variance | 98687.016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 773.1 | 29 | 14.0% |
| 656.3 | 19 | 9.2% |
| 55.8 | 10 | 4.8% |
| 55.9 | 8 | 3.9% |
| 56.3 | 7 | 3.4% |
| 744.9 | 6 | 2.9% |
| 745.4 | 6 | 2.9% |
| 56.1 | 6 | 2.9% |
| 717 | 6 | 2.9% |
| 55.1 | 4 | 1.9% |
| Other values (99) | 106 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.5% |
| 54.9 | 1 | 0.5% |
| 55 | 2 | 1.0% |
| 55.1 | 4 | 1.9% |
| 55.4 | 1 | 0.5% |
| 55.5 | 1 | 0.5% |
| 55.6 | 2 | 1.0% |
| 55.7 | 1 | 0.5% |
| 55.8 | 10 | |
| 55.9 | 8 |
| Value | Count | Frequency (%) |
| 775.2 | 1 | 0.5% |
| 773.5 | 1 | 0.5% |
| 773.1 | 29 | |
| 772.6 | 1 | 0.5% |
| 771.9 | 1 | 0.5% |
| 771.7 | 1 | 0.5% |
| 771.2 | 1 | 0.5% |
| 770.2 | 1 | 0.5% |
| 768.6 | 1 | 0.5% |
| 766.7 | 1 | 0.5% |
GNSS_SATS
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.364058 |
| Minimum | 18 |
|---|---|
| Maximum | 357.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 21 |
| median | 24 |
| Q3 | 27 |
| 95-th percentile | 28 |
| Maximum | 357.36 |
| Range | 339.36 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 23.468501 |
|---|---|
| Coefficient of variation (CV) | 0.92526603 |
| Kurtosis | 197.11536 |
| Mean | 25.364058 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 13.870511 |
| Sum | 5250.36 |
| Variance | 550.77055 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 27 | 53 | |
| 21 | 36 | |
| 28 | 34 | |
| 18 | 29 | |
| 24 | 16 | 7.7% |
| 22 | 10 | 4.8% |
| 19 | 8 | 3.9% |
| 23 | 8 | 3.9% |
| 26 | 7 | 3.4% |
| 20 | 3 | 1.4% |
| Other values (2) | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 18 | 29 | |
| 19 | 8 | 3.9% |
| 20 | 3 | 1.4% |
| 21 | 36 | |
| 22 | 10 | 4.8% |
| 23 | 8 | 3.9% |
| 24 | 16 | 7.7% |
| 25 | 2 | 1.0% |
| 26 | 7 | 3.4% |
| 27 | 53 |
| Value | Count | Frequency (%) |
| 357.36 | 1 | 0.5% |
| 28 | 34 | |
| 27 | 53 | |
| 26 | 7 | 3.4% |
| 25 | 2 | 1.0% |
| 24 | 16 | 7.7% |
| 23 | 8 | 3.9% |
| 22 | 10 | 4.8% |
| 21 | 36 | |
| 20 | 3 | 1.4% |
ACC_R
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 175 |
|---|---|
| Distinct (%) | 84.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7784058 |
| Minimum | -3.44 |
|---|---|
| Maximum | 19.48 |
| Zeros | 3 |
| Zeros (%) | 1.4% |
| Negative | 44 |
| Negative (%) | 21.3% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -3.44 |
|---|---|
| 5-th percentile | -0.879 |
| Q1 | 0.065 |
| median | 15.37 |
| Q3 | 16.725 |
| 95-th percentile | 18.407 |
| Maximum | 19.48 |
| Range | 22.92 |
| Interquartile range (IQR) | 16.66 |
Descriptive statistics
| Standard deviation | 8.2206456 |
|---|---|
| Coefficient of variation (CV) | 0.84069384 |
| Kurtosis | -1.8040591 |
| Mean | 9.7784058 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | -0.36020703 |
| Sum | 2024.13 |
| Variance | 67.579013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16.17 | 3 | 1.4% |
| 16.34 | 3 | 1.4% |
| -0.07 | 3 | 1.4% |
| -0.11 | 3 | 1.4% |
| 0 | 3 | 1.4% |
| -0.12 | 3 | 1.4% |
| 15.67 | 2 | 1.0% |
| 15.84 | 2 | 1.0% |
| 14.85 | 2 | 1.0% |
| 17.57 | 2 | 1.0% |
| Other values (165) | 181 |
| Value | Count | Frequency (%) |
| -3.44 | 1 | |
| -3.12 | 1 | |
| -2.66 | 1 | |
| -2.39 | 1 | |
| -1.55 | 1 | |
| -1.21 | 1 | |
| -1.12 | 1 | |
| -0.99 | 1 | |
| -0.97 | 2 | |
| -0.9 | 1 |
| Value | Count | Frequency (%) |
| 19.48 | 1 | |
| 19.13 | 1 | |
| 19.04 | 1 | |
| 18.91 | 1 | |
| 18.87 | 2 | |
| 18.59 | 1 | |
| 18.58 | 1 | |
| 18.45 | 1 | |
| 18.44 | 2 | |
| 18.33 | 1 |
ACC_P
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 171 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.605604 |
| Minimum | -23.92 |
|---|---|
| Maximum | 4.49 |
| Zeros | 5 |
| Zeros (%) | 2.4% |
| Negative | 161 |
| Negative (%) | 77.8% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -23.92 |
|---|---|
| 5-th percentile | -21.89 |
| Q1 | -20.23 |
| median | -18.38 |
| Q3 | -0.05 |
| 95-th percentile | 1.79 |
| Maximum | 4.49 |
| Range | 28.41 |
| Interquartile range (IQR) | 20.18 |
Descriptive statistics
| Standard deviation | 9.96271 |
|---|---|
| Coefficient of variation (CV) | -0.8584396 |
| Kurtosis | -1.7986207 |
| Mean | -11.605604 |
| Median Absolute Deviation (MAD) | 3.21 |
| Skewness | 0.3449001 |
| Sum | -2402.36 |
| Variance | 99.25559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0 | 5 | 2.4% |
| -21.61 | 3 | 1.4% |
| 0.25 | 3 | 1.4% |
| -0.26 | 3 | 1.4% |
| 0.02 | 3 | 1.4% |
| -22.04 | 2 | 1.0% |
| -19.01 | 2 | 1.0% |
| -20.26 | 2 | 1.0% |
| -0.07 | 2 | 1.0% |
| -19.27 | 2 | 1.0% |
| Other values (161) | 180 |
| Value | Count | Frequency (%) |
| -23.92 | 1 | |
| -23.57 | 1 | |
| -23.53 | 1 | |
| -23.09 | 1 | |
| -22.31 | 1 | |
| -22.28 | 1 | |
| -22.27 | 1 | |
| -22.24 | 1 | |
| -22.04 | 2 | |
| -21.98 | 1 |
| Value | Count | Frequency (%) |
| 4.49 | 1 | |
| 4.17 | 1 | |
| 3.22 | 1 | |
| 3.12 | 1 | |
| 3.01 | 1 | |
| 2.37 | 1 | |
| 2.28 | 1 | |
| 2.13 | 1 | |
| 2.01 | 1 | |
| 1.84 | 1 |
ACC_Y
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 179 |
|---|---|
| Distinct (%) | 86.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.89343 |
| Minimum | -14.14 |
|---|---|
| Maximum | 2.76 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 165 |
| Negative (%) | 79.7% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -14.14 |
|---|---|
| 5-th percentile | -12.112 |
| Q1 | -10.195 |
| median | -8.4 |
| Q3 | -0.06 |
| 95-th percentile | 1.174 |
| Maximum | 2.76 |
| Range | 16.9 |
| Interquartile range (IQR) | 10.135 |
Descriptive statistics
| Standard deviation | 5.0825146 |
|---|---|
| Coefficient of variation (CV) | -0.8624035 |
| Kurtosis | -1.6751186 |
| Mean | -5.89343 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.27705901 |
| Sum | -1219.94 |
| Variance | 25.831955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0 | 4 | 1.9% |
| 0.05 | 4 | 1.9% |
| -0.05 | 4 | 1.9% |
| -8.53 | 3 | 1.4% |
| -0.06 | 3 | 1.4% |
| 0.08 | 2 | 1.0% |
| -10.56 | 2 | 1.0% |
| -10.54 | 2 | 1.0% |
| -8.03 | 2 | 1.0% |
| -9.52 | 2 | 1.0% |
| Other values (169) | 179 |
| Value | Count | Frequency (%) |
| -14.14 | 1 | |
| -12.91 | 1 | |
| -12.69 | 1 | |
| -12.59 | 1 | |
| -12.58 | 1 | |
| -12.46 | 1 | |
| -12.39 | 1 | |
| -12.38 | 1 | |
| -12.33 | 1 | |
| -12.26 | 1 |
| Value | Count | Frequency (%) |
| 2.76 | 1 | |
| 2.33 | 1 | |
| 2.22 | 1 | |
| 1.91 | 1 | |
| 1.67 | 1 | |
| 1.59 | 1 | |
| 1.47 | 1 | |
| 1.4 | 1 | |
| 1.2 | 1 | |
| 1.19 | 1 |
GYRO_R
Real number (ℝ)
ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.035362319 |
| Minimum | -3.49 |
|---|---|
| Maximum | 0.41 |
| Zeros | 39 |
| Zeros (%) | 18.8% |
| Negative | 113 |
| Negative (%) | 54.6% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -3.49 |
|---|---|
| 5-th percentile | -0.117 |
| Q1 | -0.06 |
| median | -0.02 |
| Q3 | 0.01 |
| 95-th percentile | 0.07 |
| Maximum | 0.41 |
| Range | 3.9 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.25111932 |
|---|---|
| Coefficient of variation (CV) | -7.101325 |
| Kurtosis | 176.04361 |
| Mean | -0.035362319 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -12.713514 |
| Sum | -7.32 |
| Variance | 0.063060912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 39 | |
| -0.04 | 16 | 7.7% |
| -0.02 | 13 | 6.3% |
| -0.06 | 12 | 5.8% |
| -0.08 | 10 | 4.8% |
| 0.02 | 10 | 4.8% |
| -0.09 | 9 | 4.3% |
| -0.07 | 9 | 4.3% |
| -0.05 | 9 | 4.3% |
| 0.01 | 9 | 4.3% |
| Other values (24) | 71 |
| Value | Count | Frequency (%) |
| -3.49 | 1 | 0.5% |
| -0.21 | 1 | 0.5% |
| -0.2 | 1 | 0.5% |
| -0.17 | 1 | 0.5% |
| -0.15 | 1 | 0.5% |
| -0.14 | 3 | |
| -0.13 | 2 | 1.0% |
| -0.12 | 1 | 0.5% |
| -0.11 | 5 | |
| -0.1 | 3 |
| Value | Count | Frequency (%) |
| 0.41 | 1 | 0.5% |
| 0.31 | 1 | 0.5% |
| 0.17 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.14 | 1 | 0.5% |
| 0.1 | 2 | 1.0% |
| 0.09 | 3 | |
| 0.07 | 5 | |
| 0.06 | 2 | 1.0% |
| 0.05 | 7 |
GYRO_P
Real number (ℝ)
ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.018067633 |
| Minimum | -4.37 |
|---|---|
| Maximum | 0.13 |
| Zeros | 53 |
| Zeros (%) | 25.6% |
| Negative | 63 |
| Negative (%) | 30.4% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -4.37 |
|---|---|
| 5-th percentile | -0.07 |
| Q1 | -0.02 |
| median | 0 |
| Q3 | 0.03 |
| 95-th percentile | 0.09 |
| Maximum | 0.13 |
| Range | 4.5 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.31443915 |
|---|---|
| Coefficient of variation (CV) | -17.40345 |
| Kurtosis | 180.69737 |
| Mean | -0.018067633 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | -13.109694 |
| Sum | -3.74 |
| Variance | 0.098871976 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 0.03 | 20 | 9.7% |
| 0.02 | 12 | 5.8% |
| 0.05 | 11 | 5.3% |
| 0.04 | 10 | 4.8% |
| -0.01 | 10 | 4.8% |
| -0.03 | 10 | 4.8% |
| -0.05 | 9 | 4.3% |
| -0.04 | 9 | 4.3% |
| 0.06 | 9 | 4.3% |
| Other values (18) | 54 |
| Value | Count | Frequency (%) |
| -4.37 | 1 | 0.5% |
| -0.93 | 1 | 0.5% |
| -0.14 | 2 | 1.0% |
| -0.12 | 3 | 1.4% |
| -0.11 | 1 | 0.5% |
| -0.1 | 1 | 0.5% |
| -0.09 | 1 | 0.5% |
| -0.07 | 4 | |
| -0.06 | 3 | 1.4% |
| -0.05 | 9 |
| Value | Count | Frequency (%) |
| 0.13 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.11 | 2 | 1.0% |
| 0.1 | 3 | 1.4% |
| 0.09 | 6 | |
| 0.08 | 5 | |
| 0.07 | 3 | 1.4% |
| 0.06 | 9 | |
| 0.05 | 11 | |
| 0.04 | 10 |
GYRO_Y
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.038695652 |
| Minimum | -0.82 |
|---|---|
| Maximum | 0.51 |
| Zeros | 28 |
| Zeros (%) | 13.5% |
| Negative | 50 |
| Negative (%) | 24.2% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -0.82 |
|---|---|
| 5-th percentile | -0.1 |
| Q1 | 0 |
| median | 0.03 |
| Q3 | 0.095 |
| 95-th percentile | 0.187 |
| Maximum | 0.51 |
| Range | 1.33 |
| Interquartile range (IQR) | 0.095 |
Descriptive statistics
| Standard deviation | 0.10861323 |
|---|---|
| Coefficient of variation (CV) | 2.8068588 |
| Kurtosis | 20.114909 |
| Mean | 0.038695652 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -2.1614457 |
| Sum | 8.01 |
| Variance | 0.011796834 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 28 | 13.5% |
| 0.09 | 15 | 7.2% |
| 0.03 | 14 | 6.8% |
| 0.06 | 11 | 5.3% |
| 0.07 | 10 | 4.8% |
| 0.13 | 9 | 4.3% |
| 0.01 | 8 | 3.9% |
| 0.11 | 8 | 3.9% |
| -0.02 | 8 | 3.9% |
| -0.03 | 8 | 3.9% |
| Other values (32) | 88 |
| Value | Count | Frequency (%) |
| -0.82 | 1 | 0.5% |
| -0.32 | 1 | 0.5% |
| -0.25 | 1 | 0.5% |
| -0.22 | 1 | 0.5% |
| -0.14 | 1 | 0.5% |
| -0.12 | 2 | |
| -0.11 | 2 | |
| -0.1 | 3 | |
| -0.09 | 1 | 0.5% |
| -0.08 | 2 |
| Value | Count | Frequency (%) |
| 0.51 | 1 | 0.5% |
| 0.32 | 1 | 0.5% |
| 0.24 | 1 | 0.5% |
| 0.22 | 2 | |
| 0.21 | 1 | 0.5% |
| 0.2 | 3 | |
| 0.19 | 2 | |
| 0.18 | 1 | 0.5% |
| 0.17 | 3 | |
| 0.15 | 4 |
FLIGHT_SOFTWARE_STATE
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 0 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 207 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 207 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 207 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 207 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 2 | 61 | |
| 3 | 19 | 9.2% |
TVOC
Real number (ℝ)
ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.594203 |
| Minimum | 0 |
|---|---|
| Maximum | 1566 |
| Zeros | 54 |
| Zeros (%) | 26.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 170 |
| Maximum | 1566 |
| Range | 1566 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 295.99214 |
|---|---|
| Coefficient of variation (CV) | 3.9155402 |
| Kurtosis | 20.510388 |
| Mean | 75.594203 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.6772297 |
| Sum | 15648 |
| Variance | 87611.349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 3 | 76 | |
| 0 | 54 | |
| 1 | 26 | 12.6% |
| 1529 | 7 | 3.4% |
| 5 | 7 | 3.4% |
| 170 | 6 | 2.9% |
| 32 | 5 | 2.4% |
| 33 | 4 | 1.9% |
| 34 | 4 | 1.9% |
| 169 | 4 | 1.9% |
| Other values (10) | 14 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 1 | 26 | 12.6% |
| 3 | 76 | |
| 5 | 7 | 3.4% |
| 6 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 32 | 5 | 2.4% |
| 33 | 4 | 1.9% |
| 34 | 4 | 1.9% |
| 35 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 1566 | 1 | 0.5% |
| 1529 | 7 | |
| 170 | 6 | |
| 169 | 4 | |
| 164 | 3 | |
| 83 | 1 | 0.5% |
| 78 | 2 | 1.0% |
| 77 | 1 | 0.5% |
| 38 | 1 | 0.5% |
| 36 | 1 | 0.5% |
eCO2
Categorical
IMBALANCE
| Distinct | 14 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 400> | |
|---|---|
| 401> | 6 |
| 404> | 3 |
| 406> | 2 |
| 412> | 2 |
| Other values (9) | 11 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 828 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 3.4% |
Sample
| 1st row | 400> |
|---|---|
| 2nd row | 400> |
| 3rd row | 400> |
| 4th row | 400> |
| 5th row | 400> |
Common Values
| Value | Count | Frequency (%) |
| 400> | 183 | |
| 401> | 6 | 2.9% |
| 404> | 3 | 1.4% |
| 406> | 2 | 1.0% |
| 412> | 2 | 1.0% |
| 414> | 2 | 1.0% |
| 425> | 2 | 1.0% |
| 402> | 1 | 0.5% |
| 415> | 1 | 0.5% |
| 430> | 1 | 0.5% |
| Other values (4) | 4 | 1.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 400 | 183 | |
| 401 | 6 | 2.9% |
| 404 | 3 | 1.4% |
| 406 | 2 | 1.0% |
| 412 | 2 | 1.0% |
| 414 | 2 | 1.0% |
| 425 | 2 | 1.0% |
| 402 | 1 | 0.5% |
| 415 | 1 | 0.5% |
| 430 | 1 | 0.5% |
| Other values (4) | 4 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 381 | |
| 4 | 212 | |
| > | 207 | |
| 1 | 11 | 1.3% |
| 2 | 6 | 0.7% |
| 5 | 5 | 0.6% |
| 3 | 3 | 0.4% |
| 6 | 2 | 0.2% |
| 9 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 621 | |
| Math Symbol | 207 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 381 | |
| 4 | 212 | |
| 1 | 11 | 1.8% |
| 2 | 6 | 1.0% |
| 5 | 5 | 0.8% |
| 3 | 3 | 0.5% |
| 6 | 2 | 0.3% |
| 9 | 1 | 0.2% |
Math Symbol
| Value | Count | Frequency (%) |
| > | 207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 828 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 381 | |
| 4 | 212 | |
| > | 207 | |
| 1 | 11 | 1.3% |
| 2 | 6 | 0.7% |
| 5 | 5 | 0.6% |
| 3 | 3 | 0.4% |
| 6 | 2 | 0.2% |
| 9 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 828 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 381 | |
| 4 | 212 | |
| > | 207 | |
| 1 | 11 | 1.3% |
| 2 | 6 | 0.7% |
| 5 | 5 | 0.6% |
| 3 | 3 | 0.4% |
| 6 | 2 | 0.2% |
| 9 | 1 | 0.1% |
| ACC_P | ACC_R | ACC_Y | ALTITUDE | FLIGHT_SOFTWARE_STATE | GNSS_ALTITUDE | GNSS_LATITUDE | GNSS_LONGITUDE | GNSS_SATS | GYRO_P | GYRO_R | GYRO_Y | PACKET_COUNT | PRESSURE | TEMP | TVOC | VOLTAGE | eCO2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACC_P | 1.000 | -0.672 | 0.681 | -0.748 | 0.704 | -0.749 | -0.678 | 0.446 | -0.746 | -0.009 | 0.287 | -0.428 | 0.433 | 0.747 | -0.750 | 0.300 | 0.587 | 0.000 |
| ACC_R | -0.672 | 1.000 | -0.684 | 0.713 | 0.675 | 0.698 | 0.676 | -0.434 | 0.715 | 0.203 | -0.462 | 0.377 | -0.441 | -0.716 | 0.719 | -0.252 | -0.593 | 0.000 |
| ACC_Y | 0.681 | -0.684 | 1.000 | -0.706 | 0.696 | -0.700 | -0.670 | 0.419 | -0.702 | 0.001 | 0.284 | -0.412 | 0.507 | 0.712 | -0.710 | 0.231 | 0.592 | 0.000 |
| ALTITUDE | -0.748 | 0.713 | -0.706 | 1.000 | 0.668 | 0.947 | 0.821 | -0.462 | 0.903 | 0.178 | -0.309 | 0.418 | -0.383 | -0.995 | 0.936 | -0.273 | -0.747 | 0.225 |
| FLIGHT_SOFTWARE_STATE | 0.704 | 0.675 | 0.696 | 0.668 | 1.000 | -0.771 | -0.756 | 0.481 | -0.795 | -0.147 | 0.377 | -0.524 | 0.631 | 0.776 | -0.786 | 0.273 | 0.619 | 0.000 |
| GNSS_ALTITUDE | -0.749 | 0.698 | -0.700 | 0.947 | -0.771 | 1.000 | 0.845 | -0.495 | 0.901 | 0.166 | -0.291 | 0.438 | -0.413 | -0.947 | 0.976 | -0.301 | -0.745 | 0.247 |
| GNSS_LATITUDE | -0.678 | 0.676 | -0.670 | 0.821 | -0.756 | 0.845 | 1.000 | -0.710 | 0.802 | 0.128 | -0.309 | 0.388 | -0.520 | -0.840 | 0.855 | -0.244 | -0.668 | 0.132 |
| GNSS_LONGITUDE | 0.446 | -0.434 | 0.419 | -0.462 | 0.481 | -0.495 | -0.710 | 1.000 | -0.391 | 0.008 | 0.142 | -0.255 | 0.239 | 0.448 | -0.487 | 0.422 | 0.330 | 0.095 |
| GNSS_SATS | -0.746 | 0.715 | -0.702 | 0.903 | -0.795 | 0.901 | 0.802 | -0.391 | 1.000 | 0.131 | -0.321 | 0.448 | -0.352 | -0.909 | 0.938 | -0.210 | -0.766 | 0.000 |
| GYRO_P | -0.009 | 0.203 | 0.001 | 0.178 | -0.147 | 0.166 | 0.128 | 0.008 | 0.131 | 1.000 | -0.079 | 0.088 | -0.108 | -0.179 | 0.156 | 0.043 | -0.101 | 0.000 |
| GYRO_R | 0.287 | -0.462 | 0.284 | -0.309 | 0.377 | -0.291 | -0.309 | 0.142 | -0.321 | -0.079 | 1.000 | -0.201 | 0.249 | 0.313 | -0.302 | -0.036 | 0.298 | 0.000 |
| GYRO_Y | -0.428 | 0.377 | -0.412 | 0.418 | -0.524 | 0.438 | 0.388 | -0.255 | 0.448 | 0.088 | -0.201 | 1.000 | -0.267 | -0.422 | 0.436 | -0.086 | -0.386 | 0.000 |
| PACKET_COUNT | 0.433 | -0.441 | 0.507 | -0.383 | 0.631 | -0.413 | -0.520 | 0.239 | -0.352 | -0.108 | 0.249 | -0.267 | 1.000 | 0.424 | -0.390 | 0.294 | 0.308 | 0.000 |
| PRESSURE | 0.747 | -0.716 | 0.712 | -0.995 | 0.776 | -0.947 | -0.840 | 0.448 | -0.909 | -0.179 | 0.313 | -0.422 | 0.424 | 1.000 | -0.938 | 0.250 | 0.753 | 0.193 |
| TEMP | -0.750 | 0.719 | -0.710 | 0.936 | -0.786 | 0.976 | 0.855 | -0.487 | 0.938 | 0.156 | -0.302 | 0.436 | -0.390 | -0.938 | 1.000 | -0.284 | -0.738 | 0.246 |
| TVOC | 0.300 | -0.252 | 0.231 | -0.273 | 0.273 | -0.301 | -0.244 | 0.422 | -0.210 | 0.043 | -0.036 | -0.086 | 0.294 | 0.250 | -0.284 | 1.000 | 0.210 | 0.000 |
| VOLTAGE | 0.587 | -0.593 | 0.592 | -0.747 | 0.619 | -0.745 | -0.668 | 0.330 | -0.766 | -0.101 | 0.298 | -0.386 | 0.308 | 0.753 | -0.738 | 0.210 | 1.000 | 0.089 |
| eCO2 | 0.000 | 0.000 | 0.000 | 0.225 | 0.000 | 0.247 | 0.132 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.193 | 0.246 | 0.000 | 0.089 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| TEAM_ID | TIME_STAMPING | PACKET_COUNT | ALTITUDE | PRESSURE | TEMP | VOLTAGE | GNSS_TIME | GNSS_LATITUDE | GNSS_LONGITUDE | GNSS_ALTITUDE | GNSS_SATS | ACC_R | ACC_P | ACC_Y | GYRO_R | GYRO_P | GYRO_Y | FLIGHT_SOFTWARE_STATE | TVOC | eCO2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | <2022ASI-049 | 0:01:09 | -1 | 0.0 | 100255 | 62.1 | 7.00 | 16:25:56 | 23.1143 | 72.4987 | 56.3 | 18.0 | -0.19 | 0.32 | 0.08 | 0.00 | 0.00 | 0.00 | 0 | 0 | 400> |
| 1 | <2022ASI-049 | 0:01:09 | 0 | 0.3 | 100249 | 62.1 | 7.03 | 16:25:57 | 23.1143 | 72.4987 | 56.3 | 18.0 | -0.39 | -0.19 | -0.13 | 0.02 | 0.00 | 0.06 | 0 | 3 | 400> |
| 2 | <2022ASI-049 | 0:01:10 | 1 | 1.0 | 100241 | 62.0 | 7.01 | 16:25:58 | 23.1143 | 72.4987 | 56.2 | 18.0 | -0.12 | -0.27 | 0.41 | -0.02 | 0.00 | 0.05 | 2 | 3 | 400> |
| 3 | <2022ASI-049 | 0:01:11 | 2 | 0.0 | 100254 | 62.1 | 7.01 | 16:25:59 | 23.1143 | 72.4987 | 56.3 | 18.0 | 0.09 | 0.26 | 0.10 | -0.04 | -0.00 | 0.03 | 2 | 3 | 400> |
| 4 | <2022ASI-049 | 0:01:12 | 3 | 0.0 | 100253 | 62.1 | 7.03 | 16:26:00 | 23.1143 | 72.4987 | 56.3 | 18.0 | 0.36 | 0.25 | -0.23 | -0.02 | 0.03 | -0.07 | 2 | 3 | 400> |
| 5 | <2022ASI-049 | 0:01:13 | 4 | 0.0 | 100257 | 62.1 | 7.03 | 16:26:01 | 23.1143 | 72.4987 | 56.3 | 18.0 | -0.34 | 0.25 | -0.76 | 0.04 | 0.02 | -0.04 | 2 | 3 | 400> |
| 6 | <2022ASI-049 | 0:01:14 | 5 | 0.0 | 100252 | 62.1 | 7.03 | 16:26:02 | 23.1143 | 72.4987 | 56.3 | 18.0 | -0.30 | 0.08 | -0.00 | -0.06 | 0.00 | -0.32 | 2 | 3 | 400> |
| 7 | <2022ASI-049 | 0:01:15 | 6 | 0.0 | 100255 | 62.1 | 7.03 | 16:26:03 | 23.1143 | 72.4987 | 56.3 | 18.0 | -0.30 | -0.17 | -0.29 | -0.06 | 0.00 | -0.25 | 2 | 3 | 400> |
| 8 | <2022ASI-049 | 0:01:16 | 7 | 0.0 | 100255 | 62.1 | 7.03 | 16:26:04 | 23.1143 | 72.4987 | 56.2 | 18.0 | 0.36 | 0.64 | -0.27 | 0.05 | -0.01 | -0.12 | 2 | 3 | 400> |
| 9 | <2022ASI-049 | 0:01:17 | 8 | 0.0 | 100255 | 62.1 | 7.03 | 16:26:05 | 23.1143 | 72.4987 | 56.2 | 18.0 | -0.18 | 0.75 | 0.05 | 0.05 | -0.00 | 0.06 | 2 | 3 | 400> |
| TEAM_ID | TIME_STAMPING | PACKET_COUNT | ALTITUDE | PRESSURE | TEMP | VOLTAGE | GNSS_TIME | GNSS_LATITUDE | GNSS_LONGITUDE | GNSS_ALTITUDE | GNSS_SATS | ACC_R | ACC_P | ACC_Y | GYRO_R | GYRO_P | GYRO_Y | FLIGHT_SOFTWARE_STATE | TVOC | eCO2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 197 | <2022ASI-049 | 0:00:47 | 16 | 838.3 | 91652 | 67.6 | 6.41 | 16:34:54 | 23.115 | 72.4981 | 773.1 | 28.0 | 16.10 | -20.24 | -10.54 | 0.01 | -0.12 | 0.04 | 0 | 1 | 405> |
| 198 | <2022ASI-049 | 0:00:48 | 17 | 838.5 | 91651 | 67.6 | 6.91 | 16:34:55 | 23.115 | 72.4981 | 773.1 | 28.0 | 17.52 | -18.93 | -10.32 | -0.01 | 0.06 | 0.11 | 0 | 1 | 400> |
| 199 | <2022ASI-049 | 0:00:49 | 18 | 838.2 | 91654 | 67.6 | 6.83 | 16:34:56 | 23.115 | 72.4981 | 773.1 | 28.0 | 15.69 | -19.65 | -8.96 | -0.02 | 0.05 | 0.20 | 0 | 1 | 400> |
| 200 | <2022ASI-049 | 0:00:50 | 19 | 838.2 | 91653 | 67.7 | 6.91 | 16:34:57 | 23.115 | 72.4981 | 773.1 | 28.0 | 17.09 | -21.11 | -9.03 | 0.05 | -0.02 | -0.03 | 0 | 1 | 400> |
| 201 | <2022ASI-049 | 0:00:51 | 20 | 838.5 | 91650 | 67.7 | 6.54 | 16:34:58 | 23.115 | 72.4981 | 773.1 | 28.0 | 14.84 | -21.98 | -12.39 | 0.17 | 0.04 | 0.03 | 0 | 1 | 400> |
| 202 | <2022ASI-049 | 0:00:52 | 21 | 838.4 | 91652 | 67.7 | 6.83 | 16:34:59 | 23.115 | 72.4981 | 773.1 | 28.0 | 16.17 | -20.26 | -10.56 | -0.04 | -0.03 | 0.00 | 0 | 0 | 400> |
| 203 | <2022ASI-049 | 0:00:53 | 22 | 838.3 | 91653 | 67.7 | 6.94 | 16:35:00 | 23.115 | 72.4981 | 773.1 | 28.0 | 17.23 | -18.90 | -11.04 | 0.02 | 0.08 | 0.03 | 0 | 1 | 400> |
| 204 | <2022ASI-049 | 0:00:54 | 23 | 838.3 | 91652 | 67.7 | 6.75 | 16:35:01 | 23.115 | 72.4981 | 773.1 | 28.0 | 17.24 | -18.61 | -9.61 | -0.03 | 0.01 | 0.06 | 0 | 1 | 400> |
| 205 | <2022ASI-049 | 0:00:55 | 24 | 838.1 | 91655 | 67.7 | 6.90 | 16:35:02 | 23.115 | 72.4981 | 773.1 | 28.0 | 16.97 | -11.35 | -10.48 | 0.41 | -0.93 | 0.07 | 0 | 1 | 400> |
| 206 | <2022ASI-049 | 0:00:56 | 25 | 838.9 | 91646 | 67.7 | 6.83 | 16:35:03 | 23.115 | 72.4981 | 773.1 | 28.0 | 13.45 | -6.97 | -14.14 | -3.49 | -4.37 | -0.82 | 0 | 1 | 400> |